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Documentation

Complete technical reference for the dnawerkes platform — from Agent SDK integration to RAG pipeline tuning and API authentication.

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Getting Started

OVERVIEW

Introduction

What dnawerkes.ai is and how it works

GUIDE

Quick Start

Deploy your first agent in under 10 minutes

CONCEPTUAL

Core Concepts

Base Pairs, Transcription, Expression — the three-layer model

REFERENCE

System Requirements

Infrastructure prerequisites and compatibility matrix

Agent SDK

REFERENCE

SDK Overview

Architecture of the dnawerkes Agent SDK

GUIDE

Agent Initialization

Instantiating, configuring, and running agents

GUIDE

Task Delegation

Multi-agent task decomposition and mesh routing

ADVANCED

Memory & Context

Vector memory management and context window optimization

API Reference

REFERENCE

REST API

Full endpoint reference with request/response schemas

SECURITY

Authentication

API key management and OAuth 2.0 flows

REFERENCE

Rate Limits

Throughput limits, quotas, and burst handling

INTEGRATION

Webhooks

Event-driven callbacks for agent lifecycle events

RAG Pipeline

CONCEPTUAL

Pipeline Architecture

How the Transcription layer processes multi-modal data

ADVANCED

Index Configuration

Adaptive sharding, embedding models, and retrieval tuning

PERFORMANCE

Latency Tuning

Achieving sub-20ms P95 retrieval in production

ADVANCED

Semantic Deduplication

Eliminating redundant chunks before embedding

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